Deepregression: a flexible neural network framework for semi-structured deep distributional regression

HIGHLIGHTS

• who: David Ru00fcgamer and collaborators from the University of have published the research: deepregression: A Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression, in the Journal: (JOURNAL)
• what: We have presented deepregression, a software package that implements the SDDR framework in R. deepregression allows to learn the parameters of a wide range of distributions based on a combination of additive regression models and deep neural_networks.

SUMMARY

Apart from its application to transformation models (Baumann, Hothorn, and Rügamer 2021; Rügamer, Baumann, Kneib, and Hothorn 2022), SDDR has also . . .

 



If you want to have access to all the content you need to log in!

Thanks :)

Username or Email

Password

Remember me

Lost your password?

If you don't have an account, you can create one here.